##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 725061  38.598%  (99.903% of non-spam corpus)
# Correctly spam:     753696  40.123%  (65.384% of spam corpus)
# False positives:       704  0.037%  (0.097% of nonspam,  37292 weighted)
# False negatives:    399021  21.242%  (34.616% of spam, 1026450 weighted)
# Average score for spam:  6.2    nonspam: 0.4
# Average for false-pos:   6.7  false-neg: 2.6
# TOTAL:              1878482  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  90403  99.90%
# Correctly spam:      94518  65.69%
# False positives:        87  0.10%
# False negatives:     49371  34.31%
# TCR(l=50): 2.678450  SpamRecall: 65.688%  SpamPrec: 99.908%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 721265  99.38%
# Correctly spam:     626942  54.39%
# False positives:      4500  0.62%
# False negatives:    525775  45.61%
# TCR(l=50): 1.535369  SpamRecall: 54.388%  SpamPrec: 99.287%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  89939  99.39%
# Correctly spam:      78330  54.44%
# False positives:       551  0.61%
# False negatives:     65559  45.56%
# TCR(l=50): 1.545382  SpamRecall: 54.438%  SpamPrec: 99.301%